{"id":"https://openalex.org/W4400808115","doi":"https://doi.org/10.3390/computation12070150","title":"Modelling the Impact of Cloud Storage Heterogeneity on HPC Application Performance","display_name":"Modelling the Impact of Cloud Storage Heterogeneity on HPC Application Performance","publication_year":2024,"publication_date":"2024-07-19","ids":{"openalex":"https://openalex.org/W4400808115","doi":"https://doi.org/10.3390/computation12070150"},"language":"en","primary_location":{"id":"doi:10.3390/computation12070150","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12070150","pdf_url":"https://www.mdpi.com/2079-3197/12/7/150/pdf?version=1721393127","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-3197/12/7/150/pdf?version=1721393127","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074559167","display_name":"Jack Marquez","orcid":"https://orcid.org/0000-0002-2673-3507"},"institutions":[{"id":"https://openalex.org/I47726972","display_name":"Universidad Aut\u00f3noma de Occidente","ror":"https://ror.org/02drkkh02","country_code":"CO","type":"education","lineage":["https://openalex.org/I47726972"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jack Marquez","raw_affiliation_strings":["Faculty of Engineering, Universidad Autonoma de Occidente, Cali 760030, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-2673-3507","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad Autonoma de Occidente, Cali 760030, Colombia","institution_ids":["https://openalex.org/I47726972"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081116045","display_name":"Oscar H. Mondrag\u00f3n","orcid":"https://orcid.org/0000-0002-5772-6545"},"institutions":[{"id":"https://openalex.org/I47726972","display_name":"Universidad Aut\u00f3noma de Occidente","ror":"https://ror.org/02drkkh02","country_code":"CO","type":"education","lineage":["https://openalex.org/I47726972"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Oscar H. Mondragon","raw_affiliation_strings":["Faculty of Engineering, Universidad Autonoma de Occidente, Cali 760030, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-5772-6545","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad Autonoma de Occidente, Cali 760030, Colombia","institution_ids":["https://openalex.org/I47726972"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081116045"],"corresponding_institution_ids":["https://openalex.org/I47726972"],"apc_list":{"value":1800,"currency":"CHF","value_usd":2046},"apc_paid":{"value":1800,"currency":"CHF","value_usd":2046},"fwci":0.6046,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68579348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"12","issue":"7","first_page":"150","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6544005274772644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5079980492591858},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19789499044418335}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6544005274772644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5079980492591858},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19789499044418335}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/computation12070150","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12070150","pdf_url":"https://www.mdpi.com/2079-3197/12/7/150/pdf?version=1721393127","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f8ffadd36bfc4a88a6c53a26ab420c94","is_oa":true,"landing_page_url":"https://doaj.org/article/f8ffadd36bfc4a88a6c53a26ab420c94","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computation, Vol 12, Iss 7, p 150 (2024)","raw_type":"article"},{"id":"pmh:oai:red.uao.edu.co:10614/16305","is_oa":true,"landing_page_url":"https://hdl.handle.net/10614/16305","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:Universidad Aut\u00f3noma de Occidente","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/computation12070150","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12070150","pdf_url":"https://www.mdpi.com/2079-3197/12/7/150/pdf?version=1721393127","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400808115.pdf","grobid_xml":"https://content.openalex.org/works/W4400808115.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1481794564","https://openalex.org/W1500657154","https://openalex.org/W1914389844","https://openalex.org/W2010189054","https://openalex.org/W2016289992","https://openalex.org/W2021420860","https://openalex.org/W2065277768","https://openalex.org/W2083067959","https://openalex.org/W2102092440","https://openalex.org/W2109744883","https://openalex.org/W2114192293","https://openalex.org/W2122456939","https://openalex.org/W2139224138","https://openalex.org/W2166454707","https://openalex.org/W2275530856","https://openalex.org/W2324099123","https://openalex.org/W2507911155","https://openalex.org/W2605350375","https://openalex.org/W2775563667","https://openalex.org/W2800104018","https://openalex.org/W2987396401","https://openalex.org/W3012707852","https://openalex.org/W3026790172","https://openalex.org/W3093850278","https://openalex.org/W3115453335","https://openalex.org/W3117543414","https://openalex.org/W3123491859","https://openalex.org/W3125374131","https://openalex.org/W3126399712","https://openalex.org/W3131092969","https://openalex.org/W3180067646","https://openalex.org/W3206719874","https://openalex.org/W4206536354","https://openalex.org/W4226354791","https://openalex.org/W4255746160","https://openalex.org/W4256344501","https://openalex.org/W4280625223","https://openalex.org/W4282979322","https://openalex.org/W4288614325","https://openalex.org/W4382360174","https://openalex.org/W4383270489","https://openalex.org/W6764791836","https://openalex.org/W6790033476"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214"],"abstract_inverted_index":{"Moving":[0],"high-performance":[1,140],"computing":[2,10],"(HPC)":[3],"applications":[4,29,75,92,130],"from":[5,30],"HPC":[6,16,24,89,129],"clusters":[7],"to":[8,34,46,69,77,102,172],"cloud":[9,58,90,138,183],"clusters,":[11],"also":[12],"known":[13],"as":[14,61],"the":[15,23,31,35,47,52,71,81,85,88,103,120,126,137,155,174],"cloud,":[17],"has":[18],"recently":[19],"been":[20],"proposed":[21],"by":[22],"research":[25],"community.":[26],"Migrating":[27],"these":[28,74],"former":[32],"environment":[33],"latter":[36],"can":[37,66],"have":[38],"an":[39],"important":[40],"impact":[41],"on":[42,114,151,181],"their":[43],"performance,":[44],"due":[45,101],"different":[48],"technologies":[49,135],"used":[50],"and":[51,55,76,123,139,158,189],"suboptimal":[53],"use":[54,94,132],"configuration":[56],"of":[57,73,91,125,128,176,193],"resources":[59],"such":[60],"heterogeneous":[62,95,133,182],"storage.":[63],"Probabilistic":[64],"models":[65],"be":[67],"applied":[68],"predict":[70],"performance":[72,86,127,175],"optimise":[78],"them":[79],"for":[80,119],"new":[82],"system.":[83],"Modelling":[84],"in":[87,105,136,161],"that":[93,131],"storage":[96,134,162,184],"is":[97,166],"a":[98,110,186],"difficult":[99],"task,":[100],"variations":[104],"performance.":[106,163],"This":[107],"paper":[108],"presents":[109],"novel":[111],"model":[112,149,165],"based":[113],"Extreme":[115],"Value":[116],"Theory":[117],"(EVT)":[118],"analysis,":[121],"characterisation":[122],"prediction":[124,191],"distributed":[141],"parallel":[142],"file":[143],"systems.":[144],"Unlike":[145],"standard":[146],"approaches,":[147],"our":[148],"focuses":[150],"extreme":[152],"values,":[153],"capturing":[154],"true":[156],"variability":[157],"potential":[159],"bottlenecks":[160],"Our":[164],"validated":[167],"using":[168],"return":[169],"level":[170],"analysis":[171],"study":[173],"representative":[177],"scientific":[178],"benchmarks":[179],"running":[180],"at":[185],"large":[187],"scale":[188],"gives":[190],"errors":[192],"less":[194],"than":[195],"7%.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}